基于四维空域管理理念的机场附近无人机可达性分析

Wei Dai, Bizhao Pang, K. Low
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引用次数: 6

摘要

近年来,对无人机操作的需求不断增加,民用航空的交通量也在增加。两个交通模块的运行都基于空域资源的利用。目前,无人机系统(UAS)不允许在机场附近运行,这可能会发生无人机与有人驾驶飞机之间的潜在冲突。这一规则制约了无人机系统的应用。因此,在确定无人机运行边界之前,有必要研究当前机场附近空域的利用模式,使无人机能够安全无冲突地进入空域。本文对新加坡樟宜机场的历史轨迹进行了数据驱动分析。对轨迹数据进行聚类,识别空域利用模式。基于当前空域利用模式和预估容量,对无人机作战边界进行了讨论。在城市空域管理框架下,进一步对空域利用进行了建模,分析了潜在无人机作战的可量化面积。由于这是第一次提出初始概念的研究,因此在未来的研究中,应该考虑更多的作战和其他因素,以产生无人机作战的潜在边界。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accessibility Analysis of Unmanned Aerial Vehicles Near Airports with a Four-Dimensional Airspace Management Concept
The demand for UAS operations is increasing in recent years, as well as the traffic volume of civil aviation. The operations of both traffic modules are based on the utilization of airspace resources. Currently Unmanned Aircraft Systems (UAS) are not allowed to operate close to airports, where potential conflicts between UAS and manned aircraft may happen. This rule is constraining the application of UAS. Therefore, it is necessary to study the current airspace utilization pattern near airports, before the boundary determination of UAS operation to allow the UAS accessing airspace safely without conflicts. In this paper, a data-driven analysis on historical trajectories at Changi Airport in Singapore was carried out. Trajectory data have been clustered to recognize the utilization patterns of airspace. Discussions on the boundary of UAS operation were presented based on both current airspace utilization patterns and the estimated capacity. The airspace utilization was further modeled in an urban airspace management framework, and quantifiable area for potential UAS operation was analyzed. As this is the first research study to present the initial concept, more operational and other factors should be considered in the future study for the generation of potential boundary of UAS operations.
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